Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 1 |
p1 is highly correlated with p2 and 2 other fields | High correlation |
p2 is highly correlated with p1 | High correlation |
p3 is highly correlated with p1 | High correlation |
p4 is highly correlated with p1 | High correlation |
p1 is highly correlated with p2 and 2 other fields | High correlation |
p2 is highly correlated with p1 | High correlation |
p3 is highly correlated with p1 | High correlation |
p4 is highly correlated with p1 | High correlation |
p1 is highly correlated with p2 and 2 other fields | High correlation |
p2 is highly correlated with p1 | High correlation |
p3 is highly correlated with p1 | High correlation |
p4 is highly correlated with p1 | High correlation |
stab is highly correlated with stabf | High correlation |
stabf is highly correlated with stab | High correlation |
tau1 is uniformly distributed | Uniform |
tau2 is uniformly distributed | Uniform |
tau3 is uniformly distributed | Uniform |
tau4 is uniformly distributed | Uniform |
p2 is uniformly distributed | Uniform |
p3 is uniformly distributed | Uniform |
p4 is uniformly distributed | Uniform |
g1 is uniformly distributed | Uniform |
g2 is uniformly distributed | Uniform |
g3 is uniformly distributed | Uniform |
g4 is uniformly distributed | Uniform |
tau1 has unique values | Unique |
tau2 has unique values | Unique |
tau3 has unique values | Unique |
tau4 has unique values | Unique |
p1 has unique values | Unique |
p2 has unique values | Unique |
p3 has unique values | Unique |
p4 has unique values | Unique |
g1 has unique values | Unique |
g2 has unique values | Unique |
g3 has unique values | Unique |
g4 has unique values | Unique |
stab has unique values | Unique |
Reproduction
| Analysis started | 2022-03-08 15:52:22.072767 |
|---|---|
| Analysis finished | 2022-03-08 15:52:42.711266 |
| Duration | 20.64 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.249999931 |
| Minimum | 0.5007930214 |
|---|---|
| Maximum | 9.999469469 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.5007930214 |
|---|---|
| 5-th percentile | 0.9756611516 |
| Q1 | 2.874891569 |
| median | 5.250003872 |
| Q3 | 7.624689705 |
| 95-th percentile | 9.524566868 |
| Maximum | 9.999469469 |
| Range | 9.498676448 |
| Interquartile range (IQR) | 4.749798136 |
Descriptive statistics
| Standard deviation | 2.742548374 |
|---|---|
| Coefficient of variation (CV) | 0.5223901734 |
| Kurtosis | -1.200002539 |
| Mean | 5.249999931 |
| Median Absolute Deviation (MAD) | 2.374981785 |
| Skewness | -5.411644484 × 10-6 |
| Sum | 52499.99931 |
| Variance | 7.521571584 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.959060025 | 1 | < 0.1% |
| 4.928146725 | 1 | < 0.1% |
| 8.94226567 | 1 | < 0.1% |
| 9.739026491 | 1 | < 0.1% |
| 5.593826003 | 1 | < 0.1% |
| 4.745688089 | 1 | < 0.1% |
| 1.261257249 | 1 | < 0.1% |
| 8.559192065 | 1 | < 0.1% |
| 7.581259541 | 1 | < 0.1% |
| 6.589616423 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.5007930214 | 1 | |
| 0.5013307608 | 1 | |
| 0.502320629 | 1 | |
| 0.5032837978 | 1 | |
| 0.5040142617 | 1 | |
| 0.5049600503 | 1 | |
| 0.5064189081 | 1 | |
| 0.5067359635 | 1 | |
| 0.5085332054 | 1 | |
| 0.5091239977 | 1 |
| Value | Count | Frequency (%) |
| 9.999469469 | 1 | |
| 9.998994574 | 1 | |
| 9.997738127 | 1 | |
| 9.99667792 | 1 | |
| 9.995375211 | 1 | |
| 9.99435553 | 1 | |
| 9.993960677 | 1 | |
| 9.99304592 | 1 | |
| 9.991797997 | 1 | |
| 9.991046395 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.250001022 |
| Minimum | 0.5001413605 |
|---|---|
| Maximum | 9.999836556 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.5001413605 |
|---|---|
| 5-th percentile | 0.9751461276 |
| Q1 | 2.875140007 |
| median | 5.249981261 |
| Q3 | 7.624893125 |
| 95-th percentile | 9.524364309 |
| Maximum | 9.999836556 |
| Range | 9.499695196 |
| Interquartile range (IQR) | 4.749753117 |
Descriptive statistics
| Standard deviation | 2.742548674 |
|---|---|
| Coefficient of variation (CV) | 0.5223901219 |
| Kurtosis | -1.200000598 |
| Mean | 5.250001022 |
| Median Absolute Deviation (MAD) | 2.374934178 |
| Skewness | 2.740300294 × 10-6 |
| Sum | 52500.01022 |
| Variance | 7.521573228 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.079885204 | 1 | < 0.1% |
| 5.40194926 | 1 | < 0.1% |
| 3.23540975 | 1 | < 0.1% |
| 8.486152867 | 1 | < 0.1% |
| 8.071695838 | 1 | < 0.1% |
| 4.157054315 | 1 | < 0.1% |
| 4.792743904 | 1 | < 0.1% |
| 8.386520359 | 1 | < 0.1% |
| 4.061262896 | 1 | < 0.1% |
| 7.43767053 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.5001413605 | 1 | |
| 0.5015816419 | 1 | |
| 0.5020486969 | 1 | |
| 0.5030844744 | 1 | |
| 0.504128181 | 1 | |
| 0.5053715099 | 1 | |
| 0.5058336747 | 1 | |
| 0.5072438694 | 1 | |
| 0.5078458518 | 1 | |
| 0.5086447498 | 1 |
| Value | Count | Frequency (%) |
| 9.999836556 | 1 | |
| 9.998291236 | 1 | |
| 9.997907131 | 1 | |
| 9.996801988 | 1 | |
| 9.995836373 | 1 | |
| 9.994988422 | 1 | |
| 9.994263437 | 1 | |
| 9.993212845 | 1 | |
| 9.992243578 | 1 | |
| 9.990606318 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.250003524 |
| Minimum | 0.5007881527 |
|---|---|
| Maximum | 9.999450008 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.5007881527 |
|---|---|
| 5-th percentile | 0.9752198009 |
| Q1 | 2.875521684 |
| median | 5.249978587 |
| Q3 | 7.624948268 |
| 95-th percentile | 9.52417191 |
| Maximum | 9.999450008 |
| Range | 9.498661856 |
| Interquartile range (IQR) | 4.749426584 |
Descriptive statistics
| Standard deviation | 2.742549458 |
|---|---|
| Coefficient of variation (CV) | 0.5223900222 |
| Kurtosis | -1.200004417 |
| Mean | 5.250003524 |
| Median Absolute Deviation (MAD) | 2.37499528 |
| Skewness | -4.799959239 × 10-6 |
| Sum | 52500.03524 |
| Variance | 7.521577527 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8.381025392 | 1 | < 0.1% |
| 4.576657507 | 1 | < 0.1% |
| 8.137190295 | 1 | < 0.1% |
| 7.816201133 | 1 | < 0.1% |
| 5.347266008 | 1 | < 0.1% |
| 7.855994248 | 1 | < 0.1% |
| 1.518336474 | 1 | < 0.1% |
| 4.13077177 | 1 | < 0.1% |
| 6.192641155 | 1 | < 0.1% |
| 1.980074638 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.5007881527 | 1 | |
| 0.5016576736 | 1 | |
| 0.502376193 | 1 | |
| 0.5034818644 | 1 | |
| 0.5044308475 | 1 | |
| 0.5051437932 | 1 | |
| 0.5064816172 | 1 | |
| 0.5075733468 | 1 | |
| 0.5080352919 | 1 | |
| 0.509371655 | 1 |
| Value | Count | Frequency (%) |
| 9.999450008 | 1 | |
| 9.998113926 | 1 | |
| 9.997427645 | 1 | |
| 9.996263302 | 1 | |
| 9.995595348 | 1 | |
| 9.994695814 | 1 | |
| 9.994124795 | 1 | |
| 9.992981944 | 1 | |
| 9.992073047 | 1 | |
| 9.991003795 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.249997064 |
| Minimum | 0.5004729612 |
|---|---|
| Maximum | 9.999443297 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.5004729612 |
|---|---|
| 5-th percentile | 0.9752191253 |
| Q1 | 2.874950181 |
| median | 5.249734121 |
| Q3 | 7.62483773 |
| 95-th percentile | 9.524199832 |
| Maximum | 9.999443297 |
| Range | 9.498970336 |
| Interquartile range (IQR) | 4.749887549 |
Descriptive statistics
| Standard deviation | 2.74255553 |
|---|---|
| Coefficient of variation (CV) | 0.5223918216 |
| Kurtosis | -1.199998806 |
| Mean | 5.249997064 |
| Median Absolute Deviation (MAD) | 2.375011023 |
| Skewness | -1.409045706 × 10-6 |
| Sum | 52499.97064 |
| Variance | 7.521610835 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9.780754432 | 1 | < 0.1% |
| 1.7214366 | 1 | < 0.1% |
| 7.045864346 | 1 | < 0.1% |
| 9.380778307 | 1 | < 0.1% |
| 6.072063152 | 1 | < 0.1% |
| 7.478550699 | 1 | < 0.1% |
| 4.05517998 | 1 | < 0.1% |
| 4.221387264 | 1 | < 0.1% |
| 6.557268887 | 1 | < 0.1% |
| 3.198011962 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.5004729612 | 1 | |
| 0.5015712128 | 1 | |
| 0.5020245877 | 1 | |
| 0.5028786753 | 1 | |
| 0.5040156275 | 1 | |
| 0.5048269887 | 1 | |
| 0.5061099303 | 1 | |
| 0.5072444518 | 1 | |
| 0.5080669137 | 1 | |
| 0.5092259517 | 1 |
| Value | Count | Frequency (%) |
| 9.999443297 | 1 | |
| 9.998912209 | 1 | |
| 9.997448266 | 1 | |
| 9.996315009 | 1 | |
| 9.995380178 | 1 | |
| 9.994829527 | 1 | |
| 9.994219334 | 1 | |
| 9.993103849 | 1 | |
| 9.992281173 | 1 | |
| 9.990501326 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.749999958 |
| Minimum | 1.582589665 |
|---|---|
| Maximum | 5.86441796 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1.582589665 |
|---|---|
| 5-th percentile | 2.501846406 |
| Q1 | 3.218299791 |
| median | 3.751025437 |
| Q3 | 4.282420205 |
| 95-th percentile | 4.988739885 |
| Maximum | 5.86441796 |
| Range | 4.281828295 |
| Interquartile range (IQR) | 1.064120414 |
Descriptive statistics
| Standard deviation | 0.7521601049 |
|---|---|
| Coefficient of variation (CV) | 0.2005760302 |
| Kurtosis | -0.3894686574 |
| Mean | 3.749999958 |
| Median Absolute Deviation (MAD) | 0.532142361 |
| Skewness | -0.01269000964 |
| Sum | 37499.99958 |
| Variance | 0.5657448234 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.763084772 | 1 | < 0.1% |
| 4.770650241 | 1 | < 0.1% |
| 4.247526469 | 1 | < 0.1% |
| 3.870693105 | 1 | < 0.1% |
| 2.843262626 | 1 | < 0.1% |
| 2.848058872 | 1 | < 0.1% |
| 4.368886789 | 1 | < 0.1% |
| 2.416370421 | 1 | < 0.1% |
| 3.221192957 | 1 | < 0.1% |
| 4.91848394 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 1.582589665 | 1 | |
| 1.64285964 | 1 | |
| 1.675633317 | 1 | |
| 1.680221235 | 1 | |
| 1.687356265 | 1 | |
| 1.695575512 | 1 | |
| 1.718919091 | 1 | |
| 1.72283675 | 1 | |
| 1.764910783 | 1 | |
| 1.785255925 | 1 |
| Value | Count | Frequency (%) |
| 5.86441796 | 1 | |
| 5.827284501 | 1 | |
| 5.818705472 | 1 | |
| 5.814128632 | 1 | |
| 5.798273137 | 1 | |
| 5.784141518 | 1 | |
| 5.752706042 | 1 | |
| 5.750333644 | 1 | |
| 5.733204846 | 1 | |
| 5.732533226 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.250000457 |
| Minimum | -1.999890956 |
|---|---|
| Maximum | -0.5001082759 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10000 |
| Negative (%) | 100.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | -1.999890956 |
|---|---|
| 5-th percentile | -1.924874323 |
| Q1 | -1.624901492 |
| median | -1.249966291 |
| Q3 | -0.8749770862 |
| 95-th percentile | -0.5751312907 |
| Maximum | -0.5001082759 |
| Range | 1.49978268 |
| Interquartile range (IQR) | 0.7499244054 |
Descriptive statistics
| Standard deviation | 0.4330348499 |
|---|---|
| Coefficient of variation (CV) | -0.3464277532 |
| Kurtosis | -1.200001636 |
| Mean | -1.250000457 |
| Median Absolute Deviation (MAD) | 0.3750080111 |
| Skewness | 4.145819947 × 10-6 |
| Sum | -12500.00457 |
| Variance | 0.1875191813 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.782603631 | 1 | < 0.1% |
| -1.395206792 | 1 | < 0.1% |
| -0.663566199 | 1 | < 0.1% |
| -1.427060978 | 1 | < 0.1% |
| -0.9995368766 | 1 | < 0.1% |
| -1.58264073 | 1 | < 0.1% |
| -1.980608378 | 1 | < 0.1% |
| -1.143506794 | 1 | < 0.1% |
| -1.433561891 | 1 | < 0.1% |
| -1.264557582 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| -1.999890956 | 1 | |
| -1.999741394 | 1 | |
| -1.999655126 | 1 | |
| -1.999505657 | 1 | |
| -1.999370708 | 1 | |
| -1.999184348 | 1 | |
| -1.99899519 | 1 | |
| -1.998857442 | 1 | |
| -1.998654466 | 1 | |
| -1.998506587 | 1 |
| Value | Count | Frequency (%) |
| -0.5001082759 | 1 | |
| -0.5002740634 | 1 | |
| -0.5003141819 | 1 | |
| -0.5004603739 | 1 | |
| -0.5006104091 | 1 | |
| -0.5007805415 | 1 | |
| -0.5009149702 | 1 | |
| -0.5010984959 | 1 | |
| -0.5012360631 | 1 | |
| -0.5014303906 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.249999744 |
| Minimum | -1.999944669 |
|---|---|
| Maximum | -0.5000722515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10000 |
| Negative (%) | 100.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | -1.999944669 |
|---|---|
| 5-th percentile | -1.924888465 |
| Q1 | -1.6250253 |
| median | -1.249974308 |
| Q3 | -0.8750431173 |
| 95-th percentile | -0.5751058978 |
| Maximum | -0.5000722515 |
| Range | 1.499872418 |
| Interquartile range (IQR) | 0.7499821827 |
Descriptive statistics
| Standard deviation | 0.4330350963 |
|---|---|
| Coefficient of variation (CV) | -0.3464281479 |
| Kurtosis | -1.200002566 |
| Mean | -1.249999744 |
| Median Absolute Deviation (MAD) | 0.3750469493 |
| Skewness | 4.459360587 × 10-6 |
| Sum | -12499.99744 |
| Variance | 0.1875193947 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.25739483 | 1 | < 0.1% |
| -1.646210985 | 1 | < 0.1% |
| -1.9868494 | 1 | < 0.1% |
| -0.5965687599 | 1 | < 0.1% |
| -0.9334903168 | 1 | < 0.1% |
| -0.6694168102 | 1 | < 0.1% |
| -1.392166116 | 1 | < 0.1% |
| -0.7119850198 | 1 | < 0.1% |
| -0.5910714348 | 1 | < 0.1% |
| -1.792652683 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| -1.999944669 | 1 | |
| -1.999714735 | 1 | |
| -1.999607823 | 1 | |
| -1.999456735 | 1 | |
| -1.999298915 | 1 | |
| -1.999159229 | 1 | |
| -1.999034075 | 1 | |
| -1.998940506 | 1 | |
| -1.998720389 | 1 | |
| -1.998596228 | 1 |
| Value | Count | Frequency (%) |
| -0.5000722515 | 1 | |
| -0.500289623 | 1 | |
| -0.5003605397 | 1 | |
| -0.5005751369 | 1 | |
| -0.5006817241 | 1 | |
| -0.5008427905 | 1 | |
| -0.5009184836 | 1 | |
| -0.5010924394 | 1 | |
| -0.5012659205 | 1 | |
| -0.5014480657 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.249999756 |
| Minimum | -1.999926332 |
|---|---|
| Maximum | -0.5000245287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10000 |
| Negative (%) | 100.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | -1.999926332 |
|---|---|
| 5-th percentile | -1.924926997 |
| Q1 | -1.624959539 |
| median | -1.250007275 |
| Q3 | -0.8750646635 |
| 95-th percentile | -0.5750383946 |
| Maximum | -0.5000245287 |
| Range | 1.499901803 |
| Interquartile range (IQR) | 0.7498948751 |
Descriptive statistics
| Standard deviation | 0.4330349942 |
|---|---|
| Coefficient of variation (CV) | -0.3464280629 |
| Kurtosis | -1.199995596 |
| Mean | -1.249999756 |
| Median Absolute Deviation (MAD) | 0.3749751502 |
| Skewness | 9.157719434 × 10-7 |
| Sum | -12499.99756 |
| Variance | 0.1875193062 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.723086311 | 1 | < 0.1% |
| -1.729232465 | 1 | < 0.1% |
| -1.59711087 | 1 | < 0.1% |
| -1.847063367 | 1 | < 0.1% |
| -0.9102354325 | 1 | < 0.1% |
| -0.5960013321 | 1 | < 0.1% |
| -0.9961122941 | 1 | < 0.1% |
| -0.5608786072 | 1 | < 0.1% |
| -1.196559631 | 1 | < 0.1% |
| -1.861273675 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| -1.999926332 | 1 | |
| -1.99978688 | 1 | |
| -1.999675101 | 1 | |
| -1.999449197 | 1 | |
| -1.999335894 | 1 | |
| -1.99922929 | 1 | |
| -1.999075617 | 1 | |
| -1.998910674 | 1 | |
| -1.998659956 | 1 | |
| -1.998577431 | 1 |
| Value | Count | Frequency (%) |
| -0.5000245287 | 1 | |
| -0.5001982833 | 1 | |
| -0.5004256427 | 1 | |
| -0.500592363 | 1 | |
| -0.5006922517 | 1 | |
| -0.5008112638 | 1 | |
| -0.5009372448 | 1 | |
| -0.5011440922 | 1 | |
| -0.5012148533 | 1 | |
| -0.5014844603 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5249997888 |
| Minimum | 0.05000930361 |
|---|---|
| Maximum | 0.9999370731 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.05000930361 |
|---|---|
| 5-th percentile | 0.09752615419 |
| Q1 | 0.2875213775 |
| median | 0.5250091478 |
| Q3 | 0.762434854 |
| 95-th percentile | 0.9524950543 |
| Maximum | 0.9999370731 |
| Range | 0.9499277695 |
| Interquartile range (IQR) | 0.4749134765 |
Descriptive statistics
| Standard deviation | 0.274255532 |
|---|---|
| Coefficient of variation (CV) | 0.5223916995 |
| Kurtosis | -1.199998588 |
| Mean | 0.5249997888 |
| Median Absolute Deviation (MAD) | 0.2374818078 |
| Skewness | 2.956457786 × 10-6 |
| Sum | 5249.997888 |
| Variance | 0.07521609681 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.6504564609 | 1 | < 0.1% |
| 0.6909583022 | 1 | < 0.1% |
| 0.8128620761 | 1 | < 0.1% |
| 0.1792302881 | 1 | < 0.1% |
| 0.6266941632 | 1 | < 0.1% |
| 0.6484360033 | 1 | < 0.1% |
| 0.1040446861 | 1 | < 0.1% |
| 0.9278056758 | 1 | < 0.1% |
| 0.2170759536 | 1 | < 0.1% |
| 0.7000868748 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.05000930361 | 1 | |
| 0.05018419345 | 1 | |
| 0.05021192174 | 1 | |
| 0.05032403721 | 1 | |
| 0.05038978231 | 1 | |
| 0.05052884019 | 1 | |
| 0.05059178458 | 1 | |
| 0.05072753789 | 1 | |
| 0.05082406899 | 1 | |
| 0.05088816581 | 1 |
| Value | Count | Frequency (%) |
| 0.9999370731 | 1 | |
| 0.9998460152 | 1 | |
| 0.9998059938 | 1 | |
| 0.9996280487 | 1 | |
| 0.9995999551 | 1 | |
| 0.9994666571 | 1 | |
| 0.9993571535 | 1 | |
| 0.9992949842 | 1 | |
| 0.9991753841 | 1 | |
| 0.9991251423 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5250002584 |
| Minimum | 0.05005310104 |
|---|---|
| Maximum | 0.9999442945 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.05005310104 |
|---|---|
| 5-th percentile | 0.09750052446 |
| Q1 | 0.2875516355 |
| median | 0.525003147 |
| Q3 | 0.7624903124 |
| 95-th percentile | 0.9525000106 |
| Maximum | 0.9999442945 |
| Range | 0.9498911935 |
| Interquartile range (IQR) | 0.4749386769 |
Descriptive statistics
| Standard deviation | 0.2742549034 |
|---|---|
| Coefficient of variation (CV) | 0.5223900352 |
| Kurtosis | -1.200001589 |
| Mean | 0.5250002584 |
| Median Absolute Deviation (MAD) | 0.2374912614 |
| Skewness | -6.13746225 × 10-7 |
| Sum | 5250.002584 |
| Variance | 0.07521575206 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.8595781058 | 1 | < 0.1% |
| 0.5282510351 | 1 | < 0.1% |
| 0.9295690059 | 1 | < 0.1% |
| 0.4019281342 | 1 | < 0.1% |
| 0.1129527398 | 1 | < 0.1% |
| 0.5949297606 | 1 | < 0.1% |
| 0.05440647338 | 1 | < 0.1% |
| 0.805274932 | 1 | < 0.1% |
| 0.6806184618 | 1 | < 0.1% |
| 0.5627693723 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.05005310104 | 1 | |
| 0.05012978295 | 1 | |
| 0.05027363883 | 1 | |
| 0.05029636437 | 1 | |
| 0.0503856475 | 1 | |
| 0.05048864536 | 1 | |
| 0.05064179957 | 1 | |
| 0.05070834853 | 1 | |
| 0.05078430731 | 1 | |
| 0.05090793744 | 1 |
| Value | Count | Frequency (%) |
| 0.9999442945 | 1 | |
| 0.9998934863 | 1 | |
| 0.9997390982 | 1 | |
| 0.9996966224 | 1 | |
| 0.9995681279 | 1 | |
| 0.9994842096 | 1 | |
| 0.9993417656 | 1 | |
| 0.9993093459 | 1 | |
| 0.9992030519 | 1 | |
| 0.9990688328 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5250003398 |
| Minimum | 0.05005369237 |
|---|---|
| Maximum | 0.9999818324 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.05005369237 |
|---|---|
| 5-th percentile | 0.09751699997 |
| Q1 | 0.2875136427 |
| median | 0.5250146933 |
| Q3 | 0.7624402157 |
| 95-th percentile | 0.9524856763 |
| Maximum | 0.9999818324 |
| Range | 0.94992814 |
| Interquartile range (IQR) | 0.474926573 |
Descriptive statistics
| Standard deviation | 0.274254813 |
|---|---|
| Coefficient of variation (CV) | 0.522389782 |
| Kurtosis | -1.199993471 |
| Mean | 0.5250003398 |
| Median Absolute Deviation (MAD) | 0.237482785 |
| Skewness | 3.204325951 × 10-6 |
| Sum | 5250.003398 |
| Variance | 0.07521570248 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.8874449206 | 1 | < 0.1% |
| 0.1480138808 | 1 | < 0.1% |
| 0.07014545099 | 1 | < 0.1% |
| 0.8430922152 | 1 | < 0.1% |
| 0.05102657802 | 1 | < 0.1% |
| 0.3750269014 | 1 | < 0.1% |
| 0.6698954133 | 1 | < 0.1% |
| 0.8379938986 | 1 | < 0.1% |
| 0.4572949445 | 1 | < 0.1% |
| 0.8279326762 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.05005369237 | 1 | |
| 0.05010388817 | 1 | |
| 0.05027042724 | 1 | |
| 0.05037667024 | 1 | |
| 0.0504648459 | 1 | |
| 0.05050859103 | 1 | |
| 0.05062473784 | 1 | |
| 0.05075908475 | 1 | |
| 0.05078945683 | 1 | |
| 0.05092135342 | 1 |
| Value | Count | Frequency (%) |
| 0.9999818324 | 1 | |
| 0.9998394567 | 1 | |
| 0.9997448229 | 1 | |
| 0.9996539953 | 1 | |
| 0.9995810113 | 1 | |
| 0.9994369721 | 1 | |
| 0.9993361838 | 1 | |
| 0.9992790184 | 1 | |
| 0.9991711572 | 1 | |
| 0.9991268493 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5250000906 |
| Minimum | 0.05002849396 |
|---|---|
| Maximum | 0.999930048 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.05002849396 |
|---|---|
| 5-th percentile | 0.0975854354 |
| Q1 | 0.287494443 |
| median | 0.5250016344 |
| Q3 | 0.7624329891 |
| 95-th percentile | 0.9524880226 |
| Maximum | 0.999930048 |
| Range | 0.949901554 |
| Interquartile range (IQR) | 0.4749385461 |
Descriptive statistics
| Standard deviation | 0.2742548447 |
|---|---|
| Coefficient of variation (CV) | 0.5223900901 |
| Kurtosis | -1.200002792 |
| Mean | 0.5250000906 |
| Median Absolute Deviation (MAD) | 0.2374966921 |
| Skewness | 3.871023655 × 10-6 |
| Sum | 5250.000906 |
| Variance | 0.07521571982 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9580339876 | 1 | < 0.1% |
| 0.3549518861 | 1 | < 0.1% |
| 0.7739753713 | 1 | < 0.1% |
| 0.6222907201 | 1 | < 0.1% |
| 0.8862356471 | 1 | < 0.1% |
| 0.7662766442 | 1 | < 0.1% |
| 0.2505188153 | 1 | < 0.1% |
| 0.5941171677 | 1 | < 0.1% |
| 0.7262986851 | 1 | < 0.1% |
| 0.1503838519 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.05002849396 | 1 | |
| 0.05017023238 | 1 | |
| 0.05023108982 | 1 | |
| 0.05033570014 | 1 | |
| 0.05045794679 | 1 | |
| 0.05054639977 | 1 | |
| 0.05063286443 | 1 | |
| 0.05073092097 | 1 | |
| 0.05079474307 | 1 | |
| 0.05092275162 | 1 |
| Value | Count | Frequency (%) |
| 0.999930048 | 1 | |
| 0.9998816267 | 1 | |
| 0.999738804 | 1 | |
| 0.9996400827 | 1 | |
| 0.9995757271 | 1 | |
| 0.9994551348 | 1 | |
| 0.9994094498 | 1 | |
| 0.9993280062 | 1 | |
| 0.9991851092 | 1 | |
| 0.999078777 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0157309 |
| Minimum | -0.08075989242 |
|---|---|
| Maximum | 0.1094032063 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3620 |
| Negative (%) | 36.2% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | -0.08075989242 |
|---|---|
| 5-th percentile | -0.04218157397 |
| Q1 | -0.0155569066 |
| median | 0.01714170443 |
| Q3 | 0.04487844087 |
| 95-th percentile | 0.07474149733 |
| Maximum | 0.1094032063 |
| Range | 0.1901630987 |
| Interquartile range (IQR) | 0.06043534747 |
Descriptive statistics
| Standard deviation | 0.03691903237 |
|---|---|
| Coefficient of variation (CV) | 2.346911643 |
| Kurtosis | -0.9117333228 |
| Mean | 0.0157309 |
| Median Absolute Deviation (MAD) | 0.02995865001 |
| Skewness | 0.01866344185 |
| Sum | 157.309 |
| Variance | 0.001363014951 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.05534748917 | 1 | < 0.1% |
| 0.007778773116 | 1 | < 0.1% |
| 0.0532709563 | 1 | < 0.1% |
| 0.06062154406 | 1 | < 0.1% |
| 0.03446646217 | 1 | < 0.1% |
| 0.0608643474 | 1 | < 0.1% |
| -0.04662927634 | 1 | < 0.1% |
| 0.08044229555 | 1 | < 0.1% |
| 0.05047532287 | 1 | < 0.1% |
| 0.01869211679 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| -0.08075989242 | 1 | |
| -0.07492327729 | 1 | |
| -0.0705288566 | 1 | |
| -0.07048360968 | 1 | |
| -0.06950070268 | 1 | |
| -0.0687087343 | 1 | |
| -0.06806217064 | 1 | |
| -0.06749382507 | 1 | |
| -0.06655651159 | 1 | |
| -0.06640091511 | 1 |
| Value | Count | Frequency (%) |
| 0.1094032063 | 1 | |
| 0.1089706482 | 1 | |
| 0.1073800678 | 1 | |
| 0.1072723463 | 1 | |
| 0.1070602202 | 1 | |
| 0.1069615969 | 1 | |
| 0.1068029647 | 1 | |
| 0.1064514459 | 1 | |
| 0.1061217214 | 1 | |
| 0.1057021887 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| unstable | |
|---|---|
| stable |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.276 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | unstable |
|---|---|
| 2nd row | stable |
| 3rd row | unstable |
| 4th row | unstable |
| 5th row | unstable |
Common Values
| Value | Count | Frequency (%) |
| unstable | 6380 | |
| stable | 3620 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| unstable | 6380 | |
| stable | 3620 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| tau1 | tau2 | tau3 | tau4 | p1 | p2 | p3 | p4 | g1 | g2 | g3 | g4 | stab | stabf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2.959060 | 3.079885 | 8.381025 | 9.780754 | 3.763085 | -0.782604 | -1.257395 | -1.723086 | 0.650456 | 0.859578 | 0.887445 | 0.958034 | 0.055347 | unstable |
| 1 | 9.304097 | 4.902524 | 3.047541 | 1.369357 | 5.067812 | -1.940058 | -1.872742 | -1.255012 | 0.413441 | 0.862414 | 0.562139 | 0.781760 | -0.005957 | stable |
| 2 | 8.971707 | 8.848428 | 3.046479 | 1.214518 | 3.405158 | -1.207456 | -1.277210 | -0.920492 | 0.163041 | 0.766689 | 0.839444 | 0.109853 | 0.003471 | unstable |
| 3 | 0.716415 | 7.669600 | 4.486641 | 2.340563 | 3.963791 | -1.027473 | -1.938944 | -0.997374 | 0.446209 | 0.976744 | 0.929381 | 0.362718 | 0.028871 | unstable |
| 4 | 3.134112 | 7.608772 | 4.943759 | 9.857573 | 3.525811 | -1.125531 | -1.845975 | -0.554305 | 0.797110 | 0.455450 | 0.656947 | 0.820923 | 0.049860 | unstable |
| 5 | 6.999209 | 9.109247 | 3.784066 | 4.267788 | 4.429669 | -1.857139 | -0.670397 | -1.902133 | 0.261793 | 0.077930 | 0.542884 | 0.469931 | -0.017385 | stable |
| 6 | 6.710166 | 3.765204 | 6.929314 | 8.818562 | 2.397419 | -0.614590 | -1.208826 | -0.574004 | 0.177890 | 0.397977 | 0.402046 | 0.376630 | 0.005954 | unstable |
| 7 | 6.953512 | 1.379125 | 5.719400 | 7.870307 | 3.224495 | -0.748998 | -1.186517 | -1.288980 | 0.371385 | 0.633204 | 0.732741 | 0.380544 | 0.016634 | unstable |
| 8 | 4.689852 | 4.007747 | 1.478573 | 3.733787 | 4.041300 | -1.410344 | -1.238204 | -1.392751 | 0.269708 | 0.250364 | 0.164941 | 0.482439 | -0.038677 | stable |
| 9 | 9.841496 | 1.413822 | 9.769856 | 7.641616 | 4.727595 | -1.991363 | -0.857637 | -1.878594 | 0.376356 | 0.544415 | 0.792039 | 0.116263 | 0.012383 | unstable |
Last rows
| tau1 | tau2 | tau3 | tau4 | p1 | p2 | p3 | p4 | g1 | g2 | g3 | g4 | stab | stabf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 5.783299 | 4.726614 | 1.340273 | 8.617933 | 4.587533 | -1.950574 | -1.594137 | -1.042822 | 0.445853 | 0.645680 | 0.406864 | 0.726180 | 0.028673 | unstable |
| 9991 | 0.998988 | 9.924916 | 8.926563 | 2.885941 | 3.660232 | -1.103521 | -1.105641 | -1.451070 | 0.717660 | 0.954919 | 0.491107 | 0.692023 | 0.008260 | unstable |
| 9992 | 3.114442 | 4.781072 | 2.427918 | 7.989509 | 2.673156 | -0.918191 | -0.652736 | -1.102228 | 0.867950 | 0.888858 | 0.460587 | 0.965026 | 0.064645 | unstable |
| 9993 | 5.754191 | 3.032743 | 5.084803 | 4.633624 | 5.199250 | -1.717030 | -1.713212 | -1.769009 | 0.157284 | 0.975921 | 0.511555 | 0.696591 | 0.050212 | unstable |
| 9994 | 2.042954 | 8.514335 | 8.173809 | 5.466635 | 3.783797 | -1.639912 | -0.662469 | -1.481417 | 0.154129 | 0.944486 | 0.053225 | 0.499109 | 0.026311 | unstable |
| 9995 | 2.930406 | 9.487627 | 2.376523 | 6.187797 | 3.343416 | -0.658054 | -1.449106 | -1.236256 | 0.601709 | 0.779642 | 0.813512 | 0.608385 | 0.023892 | unstable |
| 9996 | 3.392299 | 1.274827 | 2.954947 | 6.894759 | 4.349512 | -1.663661 | -0.952437 | -1.733414 | 0.502079 | 0.567242 | 0.285880 | 0.366120 | -0.025803 | stable |
| 9997 | 2.364034 | 2.842030 | 8.776391 | 1.008906 | 4.299976 | -1.380719 | -0.943884 | -1.975373 | 0.487838 | 0.986505 | 0.149286 | 0.145984 | -0.031810 | stable |
| 9998 | 9.631511 | 3.994398 | 2.757071 | 7.821347 | 2.514755 | -0.966330 | -0.649915 | -0.898510 | 0.365246 | 0.587558 | 0.889118 | 0.818391 | 0.037789 | unstable |
| 9999 | 6.530527 | 6.781790 | 4.349695 | 8.673138 | 3.492807 | -1.390285 | -1.532193 | -0.570329 | 0.073056 | 0.505441 | 0.378761 | 0.942631 | 0.045263 | unstable |